Bosch Group
Master Thesis Bridging the Gap between Reinforcement Learning & E2E Driving(m/w/x)
Full-timeInternshipOn-site
Renningen
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BOBosch Group
Master Thesis Combining Imitation & Reinforcement Learning to Solve Automated Driving(m/w/x)
Renningen
Full-timeWorking StudentOn-site
Nejo AI Summary
Combining imitation and reinforcement learning for automated driving algorithms. Python and PyTorch proficiency, AI knowledge required. Scientific publications advantageous.
Requirements
- Master's in Natural Sciences, Computer Science (AI focus), or comparable
- Proficiency in Python and PyTorch
- Solid knowledge in AI (Autonomous Driving, Imitation Learning, Reinforcement Learning)
- Initial practical experience (internships) in AI areas preferred
- Initial scientific publications advantageous
- Methodical analysis of complex scientific questions
- Independent development of innovative solutions
- Seeking scientific exchange
- Precise communication of results
- Fluent English
Tasks
- Conduct in-depth literature research
- Implement existing reinforcement and imitation learning approaches
- Extend established methods to create innovative solutions
- Explore multi-step model generation using reinforcement learning
- Optimize algorithms for vehicle use
- Combine single-step models with imitation learning
- Generate precise trajectories for autonomous driving
- Document research findings
- Prepare findings for scientific publication
Education
- Master's degree
Languages
- English – Fluent
Tools & Technologies
- Python
- PyTorch
- Artificial Intelligence
- Autonomous Driving
- Imitation Learning
- Reinforcement Learning
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Bosch Group and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Not a perfect match?
- Bosch Group
Master Thesis Reinforcement Learning for Behavior Planning in Automated Driving(m/w/x)
Full-timeOn-siteNot specifiedRenningen - Bosch Group
Master Thesis Automated Driving Systems(m/w/x)
Full-timeInternshipOn-siteRenningen - Bosch Group
Master Thesis Advanced Control Strategies for Next-Generation Vehicle Dynamics(m/w/x)
Full-timeInternshipOn-siteRenningen - Fraunhofer-Gesellschaft
Master Thesis - Reinforcement Learning for wheeled, bipedal robots(m/w/x)
Full-timeInternshipOn-siteStuttgart
BOBosch Group
Master Thesis Combining Imitation & Reinforcement Learning to Solve Automated Driving(m/w/x)
Renningen
Full-timeWorking StudentOn-site
Nejo AI Summary
Combining imitation and reinforcement learning for automated driving algorithms. Python and PyTorch proficiency, AI knowledge required. Scientific publications advantageous.
Requirements
- Master's in Natural Sciences, Computer Science (AI focus), or comparable
- Proficiency in Python and PyTorch
- Solid knowledge in AI (Autonomous Driving, Imitation Learning, Reinforcement Learning)
- Initial practical experience (internships) in AI areas preferred
- Initial scientific publications advantageous
- Methodical analysis of complex scientific questions
- Independent development of innovative solutions
- Seeking scientific exchange
- Precise communication of results
- Fluent English
Tasks
- Conduct in-depth literature research
- Implement existing reinforcement and imitation learning approaches
- Extend established methods to create innovative solutions
- Explore multi-step model generation using reinforcement learning
- Optimize algorithms for vehicle use
- Combine single-step models with imitation learning
- Generate precise trajectories for autonomous driving
- Document research findings
- Prepare findings for scientific publication
Education
- Master's degree
Languages
- English – Fluent
Tools & Technologies
- Python
- PyTorch
- Artificial Intelligence
- Autonomous Driving
- Imitation Learning
- Reinforcement Learning
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Bosch Group and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Bosch Group
Industry
IT
Description
Das Unternehmen entwickelt hochwertige Technologien und Dienstleistungen, die das Leben der Menschen verbessern.
Not a perfect match?
- Bosch Group
Master Thesis Bridging the Gap between Reinforcement Learning & E2E Driving(m/w/x)
Full-timeInternshipOn-siteRenningen - Bosch Group
Master Thesis Reinforcement Learning for Behavior Planning in Automated Driving(m/w/x)
Full-timeOn-siteNot specifiedRenningen - Bosch Group
Master Thesis Automated Driving Systems(m/w/x)
Full-timeInternshipOn-siteRenningen - Bosch Group
Master Thesis Advanced Control Strategies for Next-Generation Vehicle Dynamics(m/w/x)
Full-timeInternshipOn-siteRenningen - Fraunhofer-Gesellschaft
Master Thesis - Reinforcement Learning for wheeled, bipedal robots(m/w/x)
Full-timeInternshipOn-siteStuttgart